{"id":"W4200320123","doi":"10.1158/2159-8290.cd-21-1368","title":"Learning through a Pandemic: The Current State of Knowledge on COVID-19 and Cancer","year":2021,"lang":"en","type":"review","venue":"Cancer Discovery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute of General Medical Sciences; National Cancer Institute","keywords":"Pandemic; Cancer; Disease; Medicine; Coronavirus disease 2019 (COVID-19); Vaccination; Intensive care medicine; Immunology; Infectious disease (medical specialty); Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425781,0.0005574322,0.001101302,0.001580865,0.0004259199,0.001691047,0.0006837936,0.001716695,0.004620865],"category_scores_gemma":[0.004683862,0.0002227782,0.001069099,0.00181192,0.0006307957,0.002080837,0.0009308956,0.002087255,0.000891683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126574,"about_ca_system_score_gemma":0.004130881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00248883,"about_ca_topic_score_gemma":0.004655616,"domain_scores_codex":[0.9993598,0.0002030858,0.00009112159,0.00009638797,0.0001784369,0.00007111712],"domain_scores_gemma":[0.9972088,0.002090643,0.000199408,0.0000434232,0.0003662431,0.00009157116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000945684,0.00004800022,0.0006380923,0.05382148,0.0002587439,0.0001926406,0.0003030148,0.0005583251,0.0006070688,0.01040137,0.05460721,0.8784694],"study_design_scores_gemma":[0.00001239048,0.0001038419,0.001160827,0.02877339,0.0003091444,0.0007716659,0.0003495387,0.0001295999,0.0002572412,0.005928644,0.962176,0.00002778062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001341929,0.9964423,0.0001178571,0.001935161,0.0003772586,0.000005102992,0.00004020499,0.000007583738,0.0009403458],"genre_scores_gemma":[0.001001954,0.9974778,0.0001298078,0.0008640414,0.0002494433,0.000005711806,0.00003935554,0.000001775695,0.0002301409],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004620865,"threshold_uncertainty_score":0.01545829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2623577352761143,"score_gpt":0.5343639367167561,"score_spread":0.2720062014406418,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}